NPU,全称为Neural-network Processing Unit,中文名为神经网络处理器。它是专门用于处理AI(人工智能)相关任务的硬件组件,尤其擅长处理视频、图像等多媒体数据。 NPU的工作原理 NPU采用数据驱动并行计算的架构,这种架构使得NPU在处理大规模并行计算任务时表现出色。它模仿人类神经网络的运作方式,能够有效地分配任务流,减少闲...
The embedded neural network processing unit (NPU) adopts a "data-driven parallel computing" architecture and is particularly good at processing massive multimedia data such as video and images. Neural Processing Unit NPU, Artificial Intelligence AI and Machine Learning ML explained Catalog Ⅰ What is...
A neural network processing unit for a device according to the present invention includes an AV input matcher that receives a video signal or audio signal input from the outside; a convolution computation controller which receives and buffers the video signal or audio signal from the AV input ...
The neural processing unit (NPU) of a device has architecture that simulates a human brain's neural network. Learn how it pairs with AI and provides you with powerful advantages in this new era. It processes large amounts of data in parallel, performing trillions of operations ...
An array of N processing units (PU) each has: an accumulator; an arithmetic unit performs an operation on first, second and third inputs to generate a result to store in the accumulator, the first input receives the accumulator output; a weight input is received by the second input to the...
Neural net processors reduce the requirements for brainlike computer processing from whole networks of computers that excel in complex applications -- such as artificial intelligence (AI), machine learning or computer vision -- down to one multicore chip. Neural network processors for AI Many impleme...
A processing unit is described that receives an instruction to perform a first operation on a first layer of a neural network, block dependency data, and an instruction to perform a second operation on a second layer of the neural network. The processing unit performs the first operation, which...
LSMs generate spatiotemporal neuron network activation as they preserve memory during processing. Physics and computational neuroscience use LSMs. Long/Short-Term Memory (LSTM) LSTM is capable of learning or remembering order dependence in prediction problems concerning sequence. An LSTM unit holds a ...
Scalable parallel photonic processing unit for various neural network accelerations In recent years, integrated optical processing units (IOPUs) have demonstrated advantages in energy efficiency and computational speed for neural network i... S Du,J Zhang,H Ouyang,... - 《Photonics Research》 被引量...
(AI) technology is incorporated so that it can learn and make decisions for itself. In a computer, the CPU (Central Processing Unit) performs the same role and processes data. While the CPU is also able to process all types of data, the NPU is optimized for sim...